---
title: "AI researcher Danijar Hafner builds startup on agents that plan ahead"
url: https://www.parallelquant.com/posts/ai-researcher-danijar-hafner-builds-startup-on-agents-that-plan-ahead-b720d8
source_name: "MIT Technology Review"
source_url: https://www.technologyreview.com/2026/09/08/1142088/danijar-hafner-developing-plan-ahead-agents/
published: 2026-09-08T10:34:00.000Z
topics: ["research", "products"]
publisher: "Parallel Quant"
---

# AI researcher Danijar Hafner builds startup on agents that plan ahead

*2026-09-08 · Source: [MIT Technology Review](https://www.technologyreview.com/2026/09/08/1142088/danijar-hafner-developing-plan-ahead-agents/)*

Danijar Hafner, known for his work on world models and reinforcement learning including the Dreamer series, has quietly founded a new startup in San Francisco. The stealth-mode company is developing AI agents designed to plan ahead for unexpected situations rather than just react.

**Why it matters:** Hafner's background in model-based reinforcement learning and world models puts him at the center of a push to make AI agents more robust in unpredictable, real-world settings, a persistent weakness of today's LLM-based agents that mostly react step by step. A well-known researcher launching a company around this problem suggests planning and world-modeling techniques may be moving from academic benchmarks toward commercial agent products.

**Topics:** research, products

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Read the original: https://www.technologyreview.com/2026/09/08/1142088/danijar-hafner-developing-plan-ahead-agents/
Canonical: https://www.parallelquant.com/posts/ai-researcher-danijar-hafner-builds-startup-on-agents-that-plan-ahead-b720d8
Published by Parallel Quant — https://www.parallelquant.com